A comprehensive study among distance measures on supervised optimum-path forest classification.
Gustavo H. de RosaMateus RoderLeandro A. PassosJoão Paulo PapaPublished in: Appl. Soft Comput. (2024)
Keyphrases
- optimum path forest
- distance measure
- nearest neighbor classifier
- dynamic time warping
- euclidean distance
- decision boundary
- supervised learning
- strongly connected
- support vector
- distance function
- pattern classification
- feature selection
- training samples
- nearest neighbor
- machine learning
- feature extraction
- similarity measure
- pattern recognition
- high dimensional
- feature space
- machine learning methods
- unsupervised learning
- decision trees
- support vector machine svm
- classification accuracy
- edit distance
- bayesian networks
- text classification
- supervised and unsupervised learning
- medical images